{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "# 02_entity_similarity_analysis\n",
    "#\n",
    "# created by LuYF-Lemon-love <luyanfeng_nlp@qq.com> on March 4, 2023\n",
    "# updated by LuYF-Lemon-love <luyanfeng_nlp@qq.com> on March 12, 2023\n",
    "#\n",
    "# 该脚本展示了如何分析训练的实体嵌入.\n",
    "#\n",
    "# 需要的包:\n",
    "#          numpy\n",
    "#          csv\n",
    "#          matplotlib\n",
    "#          sklearn\n",
    "#          MulticoreTSNE, 安装命令为:\n",
    "#                pip install cmake==3.18.4 -i https://pypi.tuna.tsinghua.edu.cn/simple\n",
    "#                pip install MulticoreTSNE -i https://pypi.tuna.tsinghua.edu.cn/simple\n",
    "#\n",
    "# 需要的文件:\n",
    "#          ../01-model/ckpts/TransE_l1_All_DRKG_0/All_DRKG_TransE_l1_entity.npy\n",
    "#          ../01-model/ckpts/TransE_l2_All_DRKG_0/All_DRKG_TransE_l2_entity.npy\n",
    "#          ../01-model/ckpts/ComplEx_All_DRKG_0/All_DRKG_ComplEx_entity.npy\n",
    "#          ../01-model/ckpts/RotatE_All_DRKG_0/All_DRKG_RotatE_entity.npy\n",
    "#          ../../data/drkg/entities.tsv\n",
    "#\n",
    "# 源教程链接: https://github.com/gnn4dr/DRKG/blob/master/embedding_analysis/Entity_similarity_analysis.ipynb"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# DRKG Entity Embedding Similarity Analysis\n",
    "\n",
    "这个 notebook 展示了如何分析训练的实体嵌入.\n",
    "\n",
    "在这个例子中, 我们首先加载训练的实体嵌入向量, 然后将它们映射回原始的实体名, 最后应用下面方法分析它们:\n",
    "\n",
    "- 投射实体嵌入进入低维空间并可视化它们的分布."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "import csv\n",
    "import sklearn\n",
    "import matplotlib.pyplot as plt\n",
    "from MulticoreTSNE import MulticoreTSNE as TSNE\n",
    "from sklearn.decomposition import PCA"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Loading Entity ID Mapping"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Number of entities: 97238\n"
     ]
    }
   ],
   "source": [
    "entity2id = {}\n",
    "id2entity = {}\n",
    "\n",
    "with open(\"../../data/drkg/entities.tsv\", newline='', encoding='utf-8') as csvfile:\n",
    "    reader = csv.DictReader(csvfile, delimiter='\\t', fieldnames=['id','entity'])\n",
    "    for row_val in reader:\n",
    "        id = row_val['id']\n",
    "        entity = row_val['entity']\n",
    "\n",
    "        entity2id[entity] = int(id)\n",
    "        id2entity[int(id)] = entity\n",
    "\n",
    "print(\"Number of entities: {}\".format(len(entity2id)))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Alzheimer's disease\n",
    "\n",
    "- Disease::DOID:10652: Alzheimer's disease, 阿尔茨海默病\n",
    "\n",
    "- Disease::MESH:C536599: Alzheimer's disease without Neurofibrillary tangles, 无神经纤维缠结的阿尔茨海默病\n",
    "\n",
    "- Disease::MESH:D000544: Alzheimer Disease, 阿尔茨海默病"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "AD_disease_list = [\n",
    "'Disease::DOID:10652',\n",
    "'Disease::MESH:C536599',\n",
    "'Disease::MESH:D000544'\n",
    "]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['Disease::DOID:10652', 'Disease::MESH:C536599', 'Disease::MESH:D000544']"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "AD_disease_list"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Loading Entity Embeddings"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "(97238, 400) (97238, 400) (97238, 400) (97238, 400)\n"
     ]
    }
   ],
   "source": [
    "TransE_l1_entity_emb = np.load('../01-model/ckpts/TransE_l1_All_DRKG_0/All_DRKG_TransE_l1_entity.npy')\n",
    "TransE_l2_entity_emb = np.load('../01-model/ckpts/TransE_l2_All_DRKG_0/All_DRKG_TransE_l2_entity.npy')\n",
    "ComplEx_entity_emb = np.load('../01-model/ckpts/ComplEx_All_DRKG_0/All_DRKG_ComplEx_entity.npy')\n",
    "RotatE_entity_emb = np.load('../01-model/ckpts/RotatE_All_DRKG_0/All_DRKG_RotatE_entity.npy')\n",
    "print(TransE_l1_entity_emb.shape, TransE_l2_entity_emb.shape, ComplEx_entity_emb.shape, RotatE_entity_emb.shape)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## General Entity Embedding Clustering\n",
    "\n",
    "这里我们使用 PCA 和 t-SNE 将实体嵌入降维, 然后可视化它们的分布."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "# 将实体按照源数据集分类\n",
    "dataset_id = {}\n",
    "for entity_name, i in entity2id.items():\n",
    "    entity_key = entity_name.split('::')[0]\n",
    "    if dataset_id.get(entity_key, None) is None:\n",
    "        dataset_id[entity_key] = []\n",
    "    dataset_id[entity_key].append(i)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "加载之前保存好的 embedded.\n"
     ]
    }
   ],
   "source": [
    "# 降维并转置, 降维的结果每次都不同\n",
    "try:\n",
    "    X_TransE_l1_embedded = np.load('./result/entity/X_TransE_l1_embedded.npy')\n",
    "    X_TransE_l2_embedded = np.load('./result/entity/X_TransE_l2_embedded.npy')\n",
    "    X_ComplEx_embedded = np.load('./result/entity/X_ComplEx_embedded.npy')\n",
    "    X_RotatE_embedded = np.load('./result/entity/X_RotatE_embedded.npy')\n",
    "    print(\"加载之前保存好的 embedded.\")\n",
    "except Exception as e :\n",
    "    print(\"重新计算 embedded.\")\n",
    "    \n",
    "    # 遵从 scikit-learn 官方的建议, 利用 PCA 先将 entity_emb 降维到 30\n",
    "    # https://scikit-learn.org/stable/modules/generated/sklearn.manifold.TSNE.html#sklearn.manifold.TSNE\n",
    "    TransE_l1_embed_PCA = PCA(n_components = 30).fit_transform(TransE_l1_entity_emb)\n",
    "    TransE_l2_embed_PCA = PCA(n_components = 30).fit_transform(TransE_l2_entity_emb)\n",
    "    ComplEx_embed_PCA = PCA(n_components = 30).fit_transform(ComplEx_entity_emb)\n",
    "    RotatE_embed_PCA = PCA(n_components = 30).fit_transform(RotatE_entity_emb)\n",
    "    \n",
    "    # 降维并转置\n",
    "    X_TransE_l1_embedded = TSNE(n_components=2, n_jobs = 32).fit_transform(TransE_l1_embed_PCA).T\n",
    "    X_TransE_l2_embedded = TSNE(n_components=2, n_jobs = 32).fit_transform(TransE_l2_embed_PCA).T\n",
    "    X_ComplEx_embedded = TSNE(n_components=2, n_jobs = 32).fit_transform(ComplEx_embed_PCA).T\n",
    "    X_RotatE_embedded = TSNE(n_components=2, n_jobs = 32).fit_transform(RotatE_embed_PCA).T\n",
    "    np.save('./result/entity/X_TransE_l1_embedded.npy', X_TransE_l1_embedded)\n",
    "    np.save('./result/entity/X_TransE_l2_embedded.npy', X_TransE_l2_embedded)\n",
    "    np.save('./result/entity/X_ComplEx_embedded.npy', X_ComplEx_embedded)\n",
    "    np.save('./result/entity/X_RotatE_embedded.npy', X_RotatE_embedded)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [],
   "source": [
    "colors = [\n",
    "    'grey',\n",
    "    'green',\n",
    "    'red',\n",
    "    'blue',\n",
    "    'cyan',\n",
    "    'magenta',\n",
    "    'yellow',\n",
    "    'black',\n",
    "    'purple',\n",
    "    'plum',\n",
    "    'orange',\n",
    "    'lightgreen',\n",
    "    'sienna',\n",
    "]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "13"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "len(colors)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "13"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "len(dataset_id.items())"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 900x900 with 4 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# 绘制，不画 treats\n",
    "plt.figure(figsize = (9, 9))\n",
    "\n",
    "# TransE_l1\n",
    "ax = plt.subplot(221)\n",
    "plt.title('A', loc = 'left', position = (-0.1, -0.1))\n",
    "i = 0\n",
    "for key, val in dataset_id.items():\n",
    "    val = np.asarray(val, dtype=int)\n",
    "    plt.plot(X_TransE_l1_embedded[0][val], X_TransE_l1_embedded[1][val], '.', label=key, color = colors[i])\n",
    "    i += 1\n",
    "\n",
    "plt.gca().get_xaxis().set_visible(False)\n",
    "plt.gca().get_yaxis().set_visible(False)\n",
    "    \n",
    "# TransE_l2\n",
    "plt.subplot(222)\n",
    "plt.title('B', loc = 'left', position = (-0.1, -0.1))\n",
    "i = 0\n",
    "for key, val in dataset_id.items():\n",
    "    val = np.asarray(val, dtype=int)\n",
    "    plt.plot(X_TransE_l2_embedded[0][val], X_TransE_l2_embedded[1][val], '.', label=key, color = colors[i])\n",
    "    i += 1\n",
    "\n",
    "plt.gca().get_xaxis().set_visible(False)\n",
    "plt.gca().get_yaxis().set_visible(False)\n",
    "\n",
    "# ComplEx\n",
    "plt.subplot(223)\n",
    "plt.title('C', loc = 'left', position = (-0.1, -0.1))\n",
    "i = 0\n",
    "for key, val in dataset_id.items():\n",
    "    val = np.asarray(val, dtype=int)\n",
    "    plt.plot(X_ComplEx_embedded[0][val], X_ComplEx_embedded[1][val], '.', label=key, color = colors[i])\n",
    "    i += 1\n",
    "\n",
    "plt.gca().get_xaxis().set_visible(False)\n",
    "plt.gca().get_yaxis().set_visible(False)\n",
    "\n",
    "# RotatE\n",
    "plt.subplot(224)\n",
    "plt.title('D', loc = 'left', position = (-0.1, -0.1))\n",
    "i = 0\n",
    "for key, val in dataset_id.items():\n",
    "    val = np.asarray(val, dtype=int)\n",
    "    plt.plot(X_RotatE_embedded[0][val], X_RotatE_embedded[1][val], '.', label=key, color = colors[i])\n",
    "    i += 1\n",
    "\n",
    "plt.gca().get_xaxis().set_visible(False)\n",
    "plt.gca().get_yaxis().set_visible(False)\n",
    "lgd = plt.legend(loc = 'lower center', ncols = 4, bbox_to_anchor=(-0.15, -0.45))\n",
    "plt.savefig('./result/entity/entity_no_AD.svg', bbox_extra_artists=(lgd,), bbox_inches='tight', format='svg')\n",
    "plt.savefig('./result/entity/entity_no_AD.png', bbox_extra_artists=(lgd,), bbox_inches='tight', format='png')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 900x900 with 4 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# 绘制\n",
    "plt.figure(figsize = (9, 9))\n",
    "\n",
    "# TransE_l1\n",
    "ax = plt.subplot(221)\n",
    "plt.title('A', loc = 'left', position = (-0.1, -0.1))\n",
    "i = 0\n",
    "for key, val in dataset_id.items():\n",
    "    val = np.asarray(val, dtype=int)\n",
    "    plt.plot(X_TransE_l1_embedded[0][val], X_TransE_l1_embedded[1][val], '.', label=key, color = colors[i])\n",
    "    i += 1\n",
    "\n",
    "for i in range(len(AD_disease_list)):\n",
    "    plt.annotate('AD',\n",
    "                 xy=(X_TransE_l1_embedded[0][entity2id[AD_disease_list[i]]], X_TransE_l1_embedded[1][entity2id[AD_disease_list[i]]]),\n",
    "                 xytext=(20.0, 25.0),\n",
    "                 arrowprops=dict(arrowstyle = '->', color = 'blue' if i == 0 else 'cyan', linewidth = 1.0),\n",
    "                )\n",
    "plt.gca().get_xaxis().set_visible(False)\n",
    "plt.gca().get_yaxis().set_visible(False)\n",
    "    \n",
    "# TransE_l2\n",
    "plt.subplot(222)\n",
    "plt.title('B', loc = 'left', position = (-0.1, -0.1))\n",
    "i = 0\n",
    "for key, val in dataset_id.items():\n",
    "    val = np.asarray(val, dtype=int)\n",
    "    plt.plot(X_TransE_l2_embedded[0][val], X_TransE_l2_embedded[1][val], '.', label=key, color = colors[i])\n",
    "    i += 1\n",
    "\n",
    "for i in range(len(AD_disease_list)):\n",
    "    plt.annotate('AD',\n",
    "                 xy=(X_TransE_l2_embedded[0][entity2id[AD_disease_list[i]]], X_TransE_l2_embedded[1][entity2id[AD_disease_list[i]]]),\n",
    "                 xytext=(28.0, -20.0),\n",
    "                 arrowprops=dict(arrowstyle = '->', color = 'blue' if i == 0 else 'cyan', linewidth = 1.0),\n",
    "                )\n",
    "plt.gca().get_xaxis().set_visible(False)\n",
    "plt.gca().get_yaxis().set_visible(False)\n",
    "\n",
    "# ComplEx\n",
    "plt.subplot(223)\n",
    "plt.title('C', loc = 'left', position = (-0.1, -0.1))\n",
    "i = 0\n",
    "for key, val in dataset_id.items():\n",
    "    val = np.asarray(val, dtype=int)\n",
    "    plt.plot(X_ComplEx_embedded[0][val], X_ComplEx_embedded[1][val], '.', label=key, color = colors[i])\n",
    "    i += 1\n",
    "\n",
    "for i in range(len(AD_disease_list)):\n",
    "    plt.annotate('AD',\n",
    "                 xy=(X_ComplEx_embedded[0][entity2id[AD_disease_list[i]]], X_ComplEx_embedded[1][entity2id[AD_disease_list[i]]]),\n",
    "                 xytext=(25.0, -25.0),\n",
    "                 arrowprops=dict(arrowstyle = '->', color = 'blue' if i == 0 else 'cyan', linewidth = 1.0),\n",
    "                )\n",
    "plt.gca().get_xaxis().set_visible(False)\n",
    "plt.gca().get_yaxis().set_visible(False)\n",
    "\n",
    "# RotatE\n",
    "plt.subplot(224)\n",
    "plt.title('D', loc = 'left', position = (-0.1, -0.1))\n",
    "i = 0\n",
    "for key, val in dataset_id.items():\n",
    "    val = np.asarray(val, dtype=int)\n",
    "    plt.plot(X_RotatE_embedded[0][val], X_RotatE_embedded[1][val], '.', label=key, color = colors[i])\n",
    "    i += 1\n",
    "\n",
    "for i in range(len(AD_disease_list)):\n",
    "    plt.annotate('AD',\n",
    "                 xy=(X_RotatE_embedded[0][entity2id[AD_disease_list[i]]], X_RotatE_embedded[1][entity2id[AD_disease_list[i]]]),\n",
    "                 xytext=(25.0, -25.0),\n",
    "                 arrowprops=dict(arrowstyle = '->', color = 'blue' if i == 0 else 'cyan', linewidth = 1.0),\n",
    "                )\n",
    "plt.gca().get_xaxis().set_visible(False)\n",
    "plt.gca().get_yaxis().set_visible(False)\n",
    "lgd = plt.legend(loc = 'lower center', ncols = 4, bbox_to_anchor=(-0.15, -0.45))\n",
    "plt.savefig('./result/entity/entity.svg', bbox_extra_artists=(lgd,), bbox_inches='tight', format='svg')\n",
    "plt.savefig('./result/entity/entity.png', bbox_extra_artists=(lgd,), bbox_inches='tight', format='png')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
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